Abstract: Effective control of information diffusion is quite a significant and universal task in information science and control engineering. The diffusion process and network evolution often share a ...
the training dataset is small ( 50k). Moreover, training a ControlNet is as fast as fine-tuning a diffusion model, and the model can be trained on a personal devices. Alternatively, if powerful ...
Beijing Key Laboratory of Environmental Science and Engineering, School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, P. R. China Beijing Key Laboratory of ...
Python has gained immense popularity over the years due to its versatility as a general-purpose programming language. It is not limited to a specific domain, making it an excellent choice for a wide ...
Abstract: In this research, we present two Numerical algorithms for studying the dynamics of spatially extended coupled nonlinear reaction-diffusion model. The difference in this work is to model a ...
Image generators can be controlled by more than just text prompts, e.g. with ControlNet. In the past, however, these methods required a great deal of training. FreeControl aims to change that.
The ``Color Diffusion'' project, which colorizes black and white images, is available on GitHub. The following is an example of a black and white image. Color Diffusion can colorize these images.
Text-to-Image diffusion models have made tremendous progress over the past two years, enabling the generation of highly realistic images based on open-domain text descriptions. However, despite their ...
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